About Predibase
Predibase is a platform for fine-tuning, reinforcement fine-tuning, and serving open-source LLMs; it provides a Python SDK, UI, serverless production endpoints and optimizations (LoRAX) to enable memory-efficient training and cost-effective serving of fine-tuned models.
Key Features
- Supervised and reinforcement fine-tuning workflows for open-source LLMs
- Memory- and compute-efficient training (4-bit quantization, LoRA, offloading) via SDK
- Serverless, right‑sized model serving and LoRAX for packing many models onto a GPU
- SaaS or private VPC deployment options plus UI and Python SDK for training/deployment
Use Cases & Best For
ML engineers productionizing fine‑tuned open-source LLMs
Teams that need serverless serving and private cloud (VPC) deployment for models
About Fine-tuning & Training
Customize and train models